To analyse the Metrolink’s impact on car ownership, I used the Difference-in-Difference (DiD) method to compare changes in car ownership in areas affected by the Metrolink (treatment group) with areas that remained untouched by the tram expansion (control group).
The study also accounted for several confounding variables that could be impacted by the Metrolink and consequently impact car ownership rates. These included:
By incorporating these variables into a linear regression model, I was able to better isolate the impact of the Metrolink itself, rather than just changes due to broader demographic trends.
The initial analysis, which didn’t account for other variables, showed no statistically significant impact of the Metrolink on car ownership. However, when adjusting for confounding factors through the linear regression model, a different picture emerged.
After accounting for population density, household size, social grade, and accommodation type, it became clear that the Metrolink did reduce car ownership, though the effect varied across different phases:
These findings indicate that while the Metrolink did help lower car ownership, the impact was not uniform across different expansion phases. The second phase, which included more densely populated areas, had the most significant reduction in car ownership. In the case of Phase 3A, its relatively recent launch could be attributed to the smaller impact it had on car ownership.
So, does better public transport reduce car ownership? The answer, based on this study, is yes - but with caveats. The Manchester Metrolink has played a role in reducing car ownership, particularly in certain areas. However, it’s clear that public transport improvements alone won’t completely replace the car. A more comprehensive and coordinated approach - including urban planning, policy changes, and investment in alternative transport modes - is essential for cities looking to reduce car dependence in the long run.
International studies highlight that reducing car ownership requires a combination of measures, such as:
Experts team Public transport planning
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