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E S R C E CONOMIC & SOC I AL RE SEARCH C OUN C I L. TSU. Effects of Land Use Patterns on Car Ownership and Travel Behaviour in Great Britain. Joyce Dargay & Mark Hanly ESRC Transport Studies Unit University College London. Paper presented at. Cost WG2 Meeting
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E S R C E CONOMIC & SOC I AL RE SEARCH C OUN C I L TSU Effects of Land Use Patterns on Car Ownership and Travel Behaviour in Great Britain Joyce Dargay & Mark Hanly ESRC Transport Studies Unit University College London Paper presented at Cost WG2 Meeting INRETS, 1 July 2004
National Travel Survey1 • Stratified multi-stage random probability sample • Unweighted – assumed representative of GB • Socio-economic data • 7-day travel diary • Short walks (<1.6 km) • 1989/91 & 1999/01
Travel measures incl short walks– mean valueson 7th diary day
Travel by population density of PSUpercent of total distance travelled by mode per day
Travel by population of municipalitypercent of total distance travelled by mode per day
Accessibility measures • Walk time to each of: • Doctor • Chemist • Grocer • High street • Post office • Hospital • Each time band is coded 0 to 4 • Index constructed
Accessibility measures – walk index • Accessibility index - % of individuals in given category
Model • Dependent variables: • Mode share • Sij=f(xjk) i=c, w, p • xjk are k variables of individual‘s characteristics • Multinomial logit • Car ownership – 2 separate stages • Individual in car-owning household? • If yes, single or multicar hh? • Binomial logit
Model • Independent variables (binary vars) • Day of week • Individual‘s characteristics e.g. gender, age, employment status, income • Household characteristics e.g. Income, household composition • Land use – pop density, urban size (location) • Public transport frequency & proximity • Index of access to amenities
Model • Base: • male, non-worker, aged 35-64 • 2nd lowest individual and household income quintiles • 2nd lowest population density quartile • living in town of population 3k to 100k • served by medium bus frequency • at a medium distance from bus stop • medium walking distance to local amenities • travelling on Monday
Marginal effectsreference group – male non-worker 35-64 yrs in hh with 2 adults no kids
Marginal effectsreference group – male non-worker 35-64 yrs in hh with 2 adults no kids
Marginal effectsreference group – male non-worker 35-64 yrs in hh with 2 adults no kids
Marginal effectsreference group – male non-worker 35-64 yrs in hh with 2 adults no kids
Marginal effects for incomereference group – Indiv Inc 2 and Hh Inc 2
Marginal effectsreference group – male non-worker 35-64 yrs in hh with 2 adults no kids
Conclusions • Land use characteristics and access to public transport play significant role in car ownership and mode use • Car ownership and use increase, and public transport use and walking decline as population density decreases • Municipality size is less important in determining mode share and car use – but lower car ownership and use for London, and higher car ownership and multiple car ownership in towns under 3K • Bus frequency more important than proximity to bus stop • Proximity to local amenities encourages walking and discourages car ownership esp multiple car ownership