A DISCRETE-CONTINUOUS ANALYSIS OF TIME ALLOCATION TO TWO TYPES OF DISCRETIONARY ACTIVITIES WHICH ACCOUNTS FOR UNOBSERVED HETEROGENEITY

A discrete-continuous choice model of time allocation to two types of discretionary activities is formulated based on the concept of random utility maximization. The model development takes into account the discreteness inherent in daily activity engagement and time allocation (ie one type of activity may not be engaged, therefore no time may be allocated to it at all, during a day). Without requiring simplifying assumptions other than the one that at least one of the two types of activities will be engaged, the utility model is formulated as a doubly-censored Tobit model. This theoretical framework is applied to study daily time allocation to in-home and out-of-home discretionary activities while using, as explanatory variables, work schedules and commute characteristics as well as residential, household and personal attributes. A weekly time-use data set from the Netherlands is used in the statistical analysis. To account for heterogeneity in the data set comprising repeated measurements of daily time use for each respondent, an error component is introduced into the doubly-censored Tobit models. A non-parametric approach is adopted for model estimation using mass points. Behavioral implications of model estimation results are discussed. The validity of a procedure to correct estimated t-statistics proposed for repeated measurement data is also discussed. (A) For the covering abstract see IRRD 886400.

• Availability:
  • Find a library where document is available. Order URL: http://worldcat.org/isbn/0080425860
• Corporate Authors:

  Elsevier

  The Boulevard, Langford Lane
  Kidlington, Oxford  United Kingdom  OX5 1GB
• Authors:
  • Kitamura, R
  • Yamamoto, T
  • FUJII, S
  • Sampath, S
• Conference:
  • TRANSPORTATION AND TRAFFIC THEORY. PROCEEDINGS OF THE 13TH INTERNATIONAL SYMPOSIUM ON TRANSPORTATION AND TRAFFIC THEORY, LYON, FRANCE, 24-26 JULY 1996
• Publication Date: 1996

Language

• English

Media Info

• Features: References;
• Pagination: p. 431-53

Subject/Index Terms

• TRT Terms: Classification; Conferences; Days; Households; Mathematical models; Time; Traffic flow; Travel
• ITRD Terms: 8513: Classification; 8525: Conference; 9007: Day (24 hour period); 309: Household; 698: Journey; 6473: Mathematical model; 5414: Time; 671: Traffic flow
• Subject Areas: Data and Information Technology; Operations and Traffic Management; Society;

Filing Info

• Accession Number: 00732921
• Record Type: Publication
• Source Agency: Transport Research Laboratory
• ISBN: 0-08-042586-0
• Files: ITRD
• Created Date: Mar 24 1997 12:00AM