The Rapid Rise of Middle-Class Vehicle Ownership in Mumbai

Abstract

In India, demand for urban mobility is increasing rapidly because of growth in urbanpopulations, establishment of multiple employment sub-centers, suburbanization of households,better education, higher workforce participation rates, and rising incomes. An increase in discretionary spending is leading to higher household transportation budgets. Middle-income households in particular are investing in private vehicles such as motorized two-wheelers (TWs)and cars. At the same time, policies to reduce vehicle ownership through regulations and usercosts remain underdeveloped and weakly enforced. This further increases households’willingness to use vehicles, especially for non-discretionary work trips. Higher private vehicleuse is affecting other quality of life issues such as time spent commuting, accident rates, noisepollution, and particulate and greenhouse gas emissions.In part, this higher vehicle ownership and use is driven by land use dynamics in Indiancities, where growth within city municipal boundaries is constrained by regulations limitingfloor-area ratios. As a result, much of the new growth has taken place in urban peripheries whereland is cheap and building costs are low. In these peripheral areas, existing small and mediumtowns have become anchors for agglomeration, transforming into bedroom communities foremergent middle-class groups. Urban peripheral areas are usually undersupplied withtransportation infrastructure such as roads or bus transit.This dissertation unpacks the question of why the middle-class in India is driven toowning and using TWs and cars by asking the following: (1) How does work location influencetravel by public and private modes? (2) What factors encourage vehicle ownership in middleclasshouseholds? (3) What factors drive up vehicle use in middle-class households? Theresearch was conducted using a travel survey dataset from the Greater Mumbai Region (GMR)that represents 1.5% of the households there. The GMR is among the most populated megacityregions in the world, housing over 22 million people. Its growth illustrates the transformationfrom a monocentric to a polycentric city which is seen in many rapidly growing Indian cities.In seeking to develop an understanding of how work location affected travel, thisresearch identified employment sub-centers using work destination data. Of all middle-class2home-based work trips, 67 percent ended in a sub-center, while 33 percent did not. Mean traveltimes and mean travel distances by train, TW and intermediate public transportation (IPT) modessuch as rickshaws were longer for work destinations in sub-centers than for work destinations inthe urban periphery, but trips made by buses were shorter in sub-centers. Car users traveledlonger and farther compared to TW users for home-based work trips in the GMR. Trains werethe speediest mode of travel in the GMR, but traveling by a TW or car was speedier than bus orIPT travel—confirming that having a private vehicle has advantages.This research used a multinomial logit model to analyze households’ choice of having novehicles, only TWs, or at least one car. Results indicated that household utility from both TWsand cars increased with household characteristics such as per capita annual income, living in anindependent house or an apartment, number of rooms in the housing unit, housing locationfarther from a railway station, the presence of children under 5 years, and larger household size.Moreover, vehicle utility for households increased with the primary wage earner’s characteristicsincluding college education, employment, being married, making more trips across all modes,traveling during the morning peak, and working in the urban periphery. Household utility fromboth TWs and cars decreased when the primary wage earner had longer work trips and higheremployment density at the work location.Regression models for vehicle kilometers traveled (VKT) and person kilometers traveled(PKT) for cars and TWs showed that vehicle use increased with number of employed persons inthe household, and if the primary wage earner worked in the urban core. Vehicle use decreased ifdensity of housing and jobs went up at either the home or work location. TW use went downwith per capita annual household income.Overall findings indicate that demand for private vehicles is rising due to the followingfactors: better education, employment, higher incomes, suburbanization, peripheral employmentnode formation, and lack of public travel options. However, higher density decreases vehicle use.Without changes in policies encouraging higher well-managed densities, jobs-housing balance,and supply of adequate transit and IPT travel options, vehicle ownership and use will likelycontinue to grow rapidly in India

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