Globally, countries or regions across from east to west like Hong Kong, Macao, Taiwan, Singapore, the United Kingdom, and the United States have incorporated language item questions in their censuses. The assessment of such design advantages and disadvantages is crucial for academic investigation. Despite ongoing discussions, there is a noticeable…