Modeling dynamics in household car ownership over life courses
A latent class competing risks model
Bibliographic Data
| ID | 19338134 |
|---|---|
| Authors | Gaofeng Gu (0000-0002-7872-9040, Eindhoven University of Technology), Tao Feng (0009-0009-7262-1432, Eindhoven University of Technology, corresponding author), Dujuan Yang (0000-0003-3124-6604, Eindhoven University of Technology), Harry Timmermans (0000-0002-8737-4632, Eindhoven University of Technology) |
| Year | 2021 |
| Volume | 48 |
| Issue | 2 |
| Pages | 809-829 |
| Publication date | 2021-04-01 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Transportation (JOURNAL) |
| Journal identifiers | ISSN: 0049-4488 • E-ISSN: 1572-9435 |
| Publisher | Springer Science and Business Media LLC (PUBLISHER) |
| DOI | 10.1007/s11116-019-10078-8 |
| OpenAlex | W2999314111 |
| Language | EN |
| Citations received | 2 |
| References cited | 47 |
This study presents a latent class competing risks model to examine the influence of socio-demographics and life course events on car transaction behaviour. The types of car transaction and interval times between car transactions events are incorporated in a competing risk model. To capture unobserved behavioural heterogeneity across the population, the model classifies households into different segments. Results estimated based on retrospective survey data show significant heterogeneity exist in household car ownership decisions. The covariates are found to have different effects on car ownership decisions between different classes. Households in the class labelled “Young households without a car” are more sensitive to life course events related to household composition. Households labelled as “middle-aged and aged households with car(s)” are more sensitive to life course events related to job and house locations
Business · Car ownership · Class (philosophy) · Covariate · Database · Database transaction · Demographic economics · Demographics · Econometrics · Economics · Latent class model · Life course approach · Population · Public transport · Sociology · Statistics · Survey data collection · Transaction data · Transport engineering · Computer Science · Demography · Engineering · Housing Market and Economics · Mathematics · Psychology · Urban Transport and Accessibility · Urban, Neighborhood, and Segregation Studies
The Structure of Autobiographical Memory and the Event History Calendar
Tutorial in biostatistics
Changing household car ownership level and life cycle events
Modeling interdependencies between vehicle transaction, residential relocation and job change
Changes in level of household car ownership
The role of individual characteristics in car ownership shortly after relationship dissolution
Interdependencies between turning points in life and long-term mobility decisions
Analyzing car ownership in Quebec City
Estimating local car ownership models
Modelling car ownership in urban areas
Does residential parking supply affect household car ownership? The case of New York City
Determinants of car ownership among young households in the Netherlands
The geography of car ownership in Mexico City
Cohabitation, Marriage, and First Birth
| Unique citing works | 2 |
|---|---|
| Citations per year | 0,4 |
| Citation span | 2021 - 2024 (4) |
| Citation velocity | recent |
| Highly cited | No |
| Citation types | Neutral: 1 |