A joint model of household time use and task assignment for elderly couples with multiple constraints
Household time-use patterns are expected to reflect each household member's daily activity participation and duration with intra-household interactions constrained by multiple budgets. Among various activities, the allocated activity derived from undertaking a household task is studied relative...
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Veröffentlicht in: | PloS one 2021-03, Vol.16 (3), p.e0247187-e0247187 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | Household time-use patterns are expected to reflect each household member's daily activity participation and duration with intra-household interactions constrained by multiple budgets. Among various activities, the allocated activity derived from undertaking a household task is studied relatively less in the literature. Who will take an allocated activity is a discrete choice problem of household task assignment, and once a household member is assigned with one household task, other members will have more time to do other activities. To better understand household time-use patterns affected by household task assignment, this paper proposed a joint household-level multiple discrete-continuous extreme value-multinomial logit (MDCEV-MNL) model with multiple constraints. The Karush-Kuhn-Tucker (KKT) method combined with the simulation-based maximum likelihood estimation method is proposed to estimate the proposed model. Based on the household activity-travel data from Beijing of China, the proposed model is customized to explore elderly couples' time-use patterns with intra-household interactions affected by household task assignment. Following the findings, policy implications are suggested to build an age-friendly society. |
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ISSN: | 1932-6203 1932-6203 |
DOI: | 10.1371/journal.pone.0247187 |