An open dataset on individual perceptions of transport policies

Abstract

Many cities are facing challenges caused by the increasing use of motorised transport and Hanoi, Vietnam, is no exception. The proliferation of petrol powered motorbikes has caused serious problems of congestion, pollution, and road safety. This paper reports on a new survey dataset that was created as part of the Urban Transport Modelling for Sustainable Well-Being in Hanoi (UTM-Hanoi) project. The survey of nearly 30,000 respondents gathers data on households’ demographics, perceptions, opinions and stated behaviours. The data are informative in their own right and have also been used to experiment with multi-scale spatial statistics, synthetic population generation and machine learning approaches to predicting an individual’s perceptions of potential government policies. The paper reports on the key findings from the survey and conducts a technical validation to contrast the outcomes to similar datasets that are available.

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Item Type:	Article
Authors/Creators:	Kieu, M. Comber, A. Nguyen Thi Thuy, H. Bui Quang, T. Hoang Huu, P. Malleson, N. https://orcid.org/0000-0002-6977-0615
Copyright, Publisher and Additional Information:	© The Author(s) 2024. This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
Dates:	Published: 22 January 2024 Published (online): 22 January 2024 Accepted: 11 January 2024
Institution:	The University of Leeds
Academic Units:	The University of Leeds > Faculty of Environment (Leeds) > School of Geography (Leeds) > Centre for Spatial Analysis & Policy (Leeds)
Depositing User:	Symplectic Publications
Date Deposited:	09 Jan 2024 11:47
Last Modified:	05 Feb 2024 16:19
Status:	Published
Publisher:	Nature Research
Identification Number:	10.1038/s41597-024-02950-9
Open Archives Initiative ID (OAI ID):	oai:eprints.whiterose.ac.uk:207263

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An open dataset on individual perceptions of transport policies

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