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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 relatively le...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7951934/ https://www.ncbi.nlm.nih.gov/pubmed/33705415 http://dx.doi.org/10.1371/journal.pone.0247187 |
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author | Zheng, Kangning Yao, Enjian Zhang, Yongsheng |
author_facet | Zheng, Kangning Yao, Enjian Zhang, Yongsheng |
author_sort | Zheng, Kangning |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-7951934 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-79519342021-03-22 A joint model of household time use and task assignment for elderly couples with multiple constraints Zheng, Kangning Yao, Enjian Zhang, Yongsheng PLoS One Research Article 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. Public Library of Science 2021-03-11 /pmc/articles/PMC7951934/ /pubmed/33705415 http://dx.doi.org/10.1371/journal.pone.0247187 Text en © 2021 Zheng et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Zheng, Kangning Yao, Enjian Zhang, Yongsheng A joint model of household time use and task assignment for elderly couples with multiple constraints |
title | A joint model of household time use and task assignment for elderly couples with multiple constraints |
title_full | A joint model of household time use and task assignment for elderly couples with multiple constraints |
title_fullStr | A joint model of household time use and task assignment for elderly couples with multiple constraints |
title_full_unstemmed | A joint model of household time use and task assignment for elderly couples with multiple constraints |
title_short | A joint model of household time use and task assignment for elderly couples with multiple constraints |
title_sort | joint model of household time use and task assignment for elderly couples with multiple constraints |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7951934/ https://www.ncbi.nlm.nih.gov/pubmed/33705415 http://dx.doi.org/10.1371/journal.pone.0247187 |
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