Toosty Nishat Tasnim, Hagishima Aya, Bari Wasimul, Zaki Sheikh Ahmad
Interdisciplinary Graduate School of Engineering Sciences, Kyushu University, Kasuga-koen, Kasuga-shi, Fukuoka 816-8580, Japan.
Department of Statistics, University of Dhaka, Dhaka, 1000, Bangladesh.
Sustain Prod Consum. 2022 Mar;30:608-622. doi: 10.1016/j.spc.2022.01.001. Epub 2022 Jan 6.
Remote work (working from home) became a norm rather than an exception for the global workforce during the COVID-19 pandemic, influencing every facet of life in both positive and negative ways. The stringent action of the Malaysian government in enacting the Movement Control Order (MCO) motivated the investigation of its impact on the energy consumption behaviour of working people regarding air-conditioner (AC) use. To this end, this study conducted a cross-sectional survey through an online platform. An ordinal logistic regression model (ORL) was used to analyse the collected data of 1873 respondents to determine the factors influencing the ordinal variable of interest, AC-usage behaviour during remote work. Next, the variable with unordered categories, the MCO-induced change in AC-usage behaviour, was analysed using a multinomial regression model (MLT) to identify the potential determinants. Finally, a reason analysis unveiled aspects behind the transition in AC use during remote work. This study identified stopping AC use during remote work despite using it at the office before the MCO period as the most significant change in AC-usage behaviour due to MCO. This change was frequently adopted by people with medium-level incomes and high electricity bills. By contrast, participants unfamiliar with their electricity bill were most likely to start AC use during remote work, although they did not use it before the MCO. Participants working remotely in the communal spaces of their houses preferred to stop using ACs during MCO compared to private room users. Furthermore, age group and ethnicity significantly influenced AC-usage behaviour in remote work and changes in such demeanours. These findings recommend policy interventions to expedite limited AC use for a sustainable energy sector, even during future climatic emergencies .
在新冠疫情期间,远程工作(在家办公)成为全球劳动力的常态而非例外,对生活的方方面面产生了积极和消极的影响。马来西亚政府颁布行动管制令(MCO)的严格举措促使人们调查其对上班族空调使用方面能源消耗行为的影响。为此,本研究通过在线平台进行了一项横断面调查。使用有序逻辑回归模型(ORL)分析了1873名受访者的收集数据,以确定影响感兴趣的有序变量——远程工作期间空调使用行为的因素。接下来,使用多项回归模型(MLT)分析无序类别变量——MCO引发的空调使用行为变化,以确定潜在的决定因素。最后,通过原因分析揭示了远程工作期间空调使用转变背后的各个方面。本研究确定,尽管在MCO实施前在办公室使用空调,但在远程工作期间停止使用空调是MCO导致的空调使用行为中最显著的变化。这种变化在中等收入和电费较高的人群中经常出现。相比之下,不熟悉电费情况的参与者在远程工作期间最有可能开始使用空调,尽管他们在MCO实施前不使用空调。与在私人房间工作的远程工作者相比,在房屋公共空间远程工作的参与者在MCO期间更倾向于停止使用空调。此外,年龄组和种族对远程工作期间的空调使用行为以及此类行为的变化有显著影响。这些发现建议采取政策干预措施,即使在未来气候紧急情况下,也要加快有限度地使用空调,以实现能源部门的可持续发展。