Bin Elisa, Andruetto Claudia, Susilo Yusak, Pernestål Anna
Integrated Transport Research Lab, KTH Royal Institute of Technology, Stockholm, Sweden.
University of Natural Resources and Life Sciences (BOKU), Vienna, Austria.
Eur Transp Res Rev. 2021;13(1):14. doi: 10.1186/s12544-021-00473-7. Epub 2021 Feb 10.
The first wave of COVID-19 pandemic period has drastically changed people's lives all over the world. To cope with the disruption, digital solutions have become more popular. However, the ability to adopt digitalised alternatives is different across socio-economic and socio-demographic groups.
This study investigates how individuals have changed their activity-travel patterns and internet usage during the first wave of the COVID-19 pandemic period, and which of these changes may be kept.
An empirical data collection was deployed through online forms. 781 responses from different countries (Italy, Sweden, India and others) have been collected, and a series of multivariate analyses was carried out. Two linear regression models are presented, related to the change of travel activities and internet usage, before and during the pandemic period. Furthermore, a binary regression model is used to examine the likelihood of the respondents to adopt and keep their behaviours beyond the pandemic period.
The results show that the possibility to change the behaviour matter. External restrictions and personal characteristics are the driving factors of the reduction in ones' daily trips. However, the estimation results do not show a strong correlation between the countries' restriction policy and the respondents' likelihood to adopt the new and online-based behaviours for any of the activities after the restriction period.
The acceptance and long-term adoption of the online alternatives for activities are correlated with the respondents' personality and socio-demographic group, highlighting the importance of promoting alternatives as a part of longer-term behavioural and lifestyle changes.
新冠疫情第一波期间极大地改变了全世界人们的生活。为应对这种干扰,数字解决方案变得更加流行。然而,不同社会经济和社会人口群体采用数字化替代方案的能力存在差异。
本研究调查了在新冠疫情第一波期间个人如何改变其活动出行模式和互联网使用情况,以及这些变化中哪些可能会持续下去。
通过在线表格进行实证数据收集。收集了来自不同国家(意大利、瑞典、印度等)的781份回复,并进行了一系列多变量分析。给出了两个线性回归模型,分别与疫情期间前后出行活动和互联网使用的变化有关。此外,使用二元回归模型来检验受访者在疫情之后采用并保持其行为的可能性。
结果表明改变行为的可能性很重要。外部限制和个人特征是个人日常出行减少的驱动因素。然而,估计结果并未显示各国的限制政策与受访者在限制期后对任何活动采用新的基于在线的行为的可能性之间存在强烈关联。
活动的在线替代方案的接受度和长期采用与受访者的个性和社会人口群体相关,这突出了推广替代方案作为长期行为和生活方式改变一部分的重要性。