Duplicate Meta Description is bad for ranking.

A solution to avoid this problem:

In Titles & Metas settings of Yoast SEO, enter a fixed text the Homepage Meta Description with %%page%% at the end of it. Adding %%page%% template tag at the end of Meta description will solve the problem of duplicate Meta Description for pagination or multiple paginated pages.