Traditionally, most research and training carried out involves face-to-face interaction with respondents, data collectors, and investigators. However, in an era of social distancing, it is challenging to continue to collect data in the ‘traditional ways’. Given the risk of infection, coupled with the contexts in which data collection activities are carried out, we have to adapt the way in which we operate.