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Procedia Environmental Sciences
Article . 2014 . Peer-reviewed
License: CC BY NC ND
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Procedia Environmental Sciences
Article . 2014
License: CC BY NC ND
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Binomial Random Parameters Logistic Regression Model of Housing Satisfaction

Authors: Grigolon, A.B.; Dane, G.Z.; Rasouli, S.; Timmermans, H.J.P.;

Binomial Random Parameters Logistic Regression Model of Housing Satisfaction

Abstract

AbstractLifecycle events strongly influence the long term dynamics of activity-travel behavior. Moving house, as an example of a lifecycle event, triggers households to reconsider their activity-travel choices and possibly to adapt to the new house-job relationship. In turn, the decision to move house is a function of housing satisfaction, which depends on factors such as socio-demographic and economic characteristics of individuals, physical aspects of the dwellings, accessibility to different places in the city, etc. The main goal of this paper, which has been written as part of a project about residential mobility in Rotterdam, a metropolitan area in the Netherlands, is to understand some determinants of housing satisfaction. The model results represent the odds that a respondent with a particular profile is satisfied with his/her current housing situation. Differences in these odds are found to be associated with individuals’ profiles and housing characteristics. In general, these differences can be explained by household needs, constraints or preferences, which are strongly related to lifecycle phase. Satisfaction is found to decrease with increasing levels of urbanization, indicating that housing satisfaction is influenced by negative externalities such as pollution, congestion, noise, etc. Higher contact frequency with relatives, friends and club activities, has a positive effect on housing satisfaction. Finally, distance to work was found not significantly related to housing satisfaction.

Country
Netherlands
Related Organizations
Keywords

land use and transport models, binomial random parameters logistic regression model, ADLIB-ART-4828, Housing satisfaction, SDG 11 – Duurzame steden en gemeenschappen, SDG 11 - Sustainable Cities and Communities

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
10
Average
Average
Average
gold