Time Allocation Model Incorporating Self-selection Biases of Activity Choice and Inter-activity Interactions

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  • 活動の自己選択バイアスと活動間の相互作用を考慮した時間配分モデルの構築
  • カツドウ ノ ジコ センタク バイアス ト カツドウカン ノ ソウゴ サヨウ オ コウリョシタ ジカン ハイブン モデル ノ コウチク

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Individuals make decisions on activity participation that can meet their needs conditional on their limited time budgets. Allocating the limited time to various activities usually forces individuals to decide whether to perform a particular activity or not (i.e., self-selection issue of activity choice). Meanwhile, allocating some length of time to one activity usually shortens the time allocated to some other activities (i.e., inter-activity interactions). However, existing time allocation models have not satisfactorily represented these two decision-making mechanisms. Therefore, this paper aims to develop a new time allocation model dealing with these two types of choice mechanisms. The effectiveness of the proposed model is confirmed based on a person-trip data collected in Metro Manila in 1996.

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