Drugstores, particularly those in places hit hard by the novel coronavirus pandemic, are experiencing shortages of over-the-counter medicines such as acetaminophen and vitamin and zinc supplements. There has also been a run on some prescription medicines, including azithromycin and hydroxychloroquine, despite the lack of conclusive scientific evidence to date that supports their use in treating COVID-19.