Sample selection bias in models of commuting time

Citation
Tj. Cooke et Sl. Ross, Sample selection bias in models of commuting time, URBAN STUD, 36(9), 1999, pp. 1597-1611
Citations number
29
Categorie Soggetti
EnvirnmentalStudies Geografy & Development
Journal title
URBAN STUDIES
ISSN journal
00420980 → ACNP
Volume
36
Issue
9
Year of publication
1999
Pages
1597 - 1611
Database
ISI
SICI code
0042-0980(199908)36:9<1597:SSBIMO>2.0.ZU;2-4
Abstract
This research conceptualises, measures and evaluates the effects of sample selection bias on models of commuting time. Data are drawn from the Public Use Microdata Sample of the 1990 US Census for the Boston metropolitan area . The major finding of the analysis is that the process that determines ent ry into employment introduces sample selection bias into the estimates of c ommuting-time models. The degree of sample selection bias observed differs by race/ethnicity and gender on such key variables as marital and parental status and reliance on public transport, because the influence of these var iables on employment differs by race/ethnicity and gender, These variables are important for evaluating both the spatial mismatch and the spatial entr apment hypotheses and therefore the contribution of previous analyses shoul d be reconsidered.