The collaboration between the government and non-government organisations over data initiatives has become more robust after the Covid-19 pandemic. However, both government and non-government entities had to take up multiple roles (data generator, data manager, data user, data appraiser etc) to carry out the Covid-targeted data initiatives, according to a research
