Nayak Suchismita, Pandit Debapratim
Department of Architecture and Regional Planning, Indian Institute of Technology, Kharagpur, Kharagpur, 721302, West Bengal, India.
Transp Policy (Oxf). 2021 Sep;111:98-110. doi: 10.1016/j.tranpol.2021.07.010. Epub 2021 Jul 16.
During the last decade, telecommuting has become quite popular whereas, in developing countries like India, this phenomenon is limited to a select group of employees due to various factors. The COVID-19 pandemic, the nationwide lockdown and the subsequent new normal scenario, has made the adoption of telecommuting by different type of employees indispensable thus giving us the opportunity to conduct empirical research towards understanding the factors influencing telecommuting adoption, productivity and activity-travel behaviour during telecommuting in India. The data used in this survey has been collected in two phases to capture the evolving situation of the pandemic. The analysis has been done based on revealed preference data considering three time periods i.e., before COVID-19, during COVID-19 nationwide lockdown, after the termination of the lockdown (after first wave) and for the post-COVID 19 scenario where stated preferences are considered. In the first step, telecommuting behaviour, activity-travel pattern during telecommuting and productivity is estimated based on aggregate sample data for various socio-economic groups for the period before and during COVID-19 (1. during lockdown 2. during new normal). Next, factors influencing telecommuting adoption and productivity are determined which has been used in our stated preference survey conducted in the second phase. A logistic regression model has been developed to test the association of existing telecommuting behaviour, activity-travel pattern, factors influencing productivity, socio-economic characteristics and occupation categories with future telecommuting adoption. The findings of this research can not only provide insights to urban planners and policymakers to design sustainable travel demand management strategies but can also help employers to design appropriate telecommuting strategies at the organization level which will help to attain the desired productivity levels. Our empirical analysis reveal two major findings, i.e., a large percentage of employees can achieve their desired productivity by working from home and the 'rebound' effect as identified in literature seems to have little impact in the Indian context. The novelty of this research lies in the comprehension of the adoption process, and the behavioural analysis including adoption, productivity, activity, and travel of telecommuters in the context of a developing country for the first time.
在过去十年中,远程办公变得相当流行,然而,在印度等发展中国家,由于各种因素,这种现象仅限于一小部分员工。新冠疫情、全国范围的封锁以及随后的新常态情景,使得不同类型的员工采用远程办公变得不可或缺,从而为我们提供了进行实证研究的机会,以了解影响印度远程办公采用、生产力以及远程办公期间活动-出行行为的因素。本次调查所使用的数据分两个阶段收集,以捕捉疫情不断演变的情况。分析是基于显示性偏好数据进行的,考虑了三个时间段,即新冠疫情之前、新冠疫情全国封锁期间、封锁结束后(第一波疫情之后)以及考虑陈述性偏好的新冠疫情后情景。第一步,根据新冠疫情之前和期间(1. 封锁期间 2. 新常态期间)不同社会经济群体的总体样本数据,估计远程办公行为、远程办公期间的活动-出行模式以及生产力。接下来,确定影响远程办公采用和生产力的因素,这些因素已用于我们在第二阶段进行的陈述性偏好调查。我们开发了一个逻辑回归模型,以测试现有的远程办公行为、活动-出行模式、影响生产力的因素、社会经济特征和职业类别与未来远程办公采用之间的关联。本研究的结果不仅可以为城市规划者和政策制定者提供见解,以设计可持续的出行需求管理策略,还可以帮助雇主在组织层面设计适当的远程办公策略,这将有助于实现理想的生产力水平。我们的实证分析揭示了两个主要发现,即很大一部分员工可以通过在家工作实现他们期望的生产力,并且文献中所提到的“反弹”效应在印度背景下似乎影响不大。本研究的新颖之处在于首次在发展中国家的背景下理解远程办公的采用过程,以及对远程办公者的采用、生产力、活动和出行等行为进行分析。