Yes what a wonderfull thing to do.
I visit many elderly people who were friends of my parents but do not do it because I feel I ought to but because they are excellent company.
Would be nice if there are clubs but most elderly tend to have a network who visit each others house. Problem is the network gets smaller and smaller then the last person is alone.