There are ample reasons why papers might get rejected by peer‐reviewed journals, and the experience can be, especially for those who have had little experience, sobering. When papers get rejected a number of times, that may signal that there are problems with the paper (e.g., weak methodology or lack of robust analyses), that it is insufficiently developed, is poorly written, or that it is too topic‐specific and needs to find an appropriate niche journal. In the case of a single or multiple rejections, whenever there is feedback from a journal, as well as reasons for rejection, this provides a useful signal for improving the paper before it is resubmitted to another journal. This article examines literature related to the rejection of papers in academic journals, encompassing the opinions and experiences offered by authors, as well as advice suggested by editors, allowing readers and authors who experience rejections to reflect on the possible reasons that may have led to that outcome. Many papers related to this topic were published as editorials or opinions, offering advice on how to improve aspects of a submitted paper in order to increase its chances of acceptance.