People's choices get highly influenced by land use, including the location and design of residential districts, commercial areas, and social infrastructures like hospitals and schools.

Fremont, CA: Cities have long experienced traffic issues, which are made worse by a variety of causes, including migration, urban development and accumulation, continual population increase, etc. This issue frequently plagues cities with monocentric designs; hence city planning is crucial in determining commuters' mode of transportation and travel habits.

The city's land use pattern impacts its journey duration, mode use, and, therefore, its congestion rates, and it may significantly impact how commuters choose to travel. In addition, people's choices are highly influenced by land use, including the location and design of residential districts, commercial areas, and social infrastructures like hospitals and schools.

Listed below are key factors that influence travel behavior.

Socio Economic and Socio Demographic Factors

The analysis of socioeconomic aspects is more important to understand any correlations between travel behavior. Age, income, household size, and car ownership are socioeconomic characteristics. Age, gender, and ethnicity are trip-makers because they may directly affect travel behavior. They are also included in travel because they serve as a proxy for other, harder-to-observe elements, including preferences, tastes, choices, resource limitations, and social customs. Income and car access, for instance, are strong predictors of a person's access to resources. Still, characteristics like gender, age, and ethnicity only give a few suggestions about a person's preferences in food and travel.

Age

Age and travel behavior are related in a variety of ways. For instance, young kids are much less likely than adults to go on solo journeys. On the other hand, teenagers tend to have no particular destination in mind when they travel, and they likely require an excuse to leave their houses. Adults frequently travel for leisure or practical reasons. Although there may be physical limitations, older individuals still have the urge to walk or bicycle and use their time meaningfully. Because of this, attitudes toward different modes vary by generation, with older generations being more used to, if not predisposed to, transit.

Employment Status

People employed may have more time demands; therefore, they favor faster and more convenient forms of transportation, such as a private automobile, over slower or less convenient options. Additionally, a person's choice of mode is significantly influenced by where they work, as well as by affordability and the amount of time required relative to their salary.