Mashup is defined as the practice of lightweight composition, serendipitous reuse, and user-centric development on the Web. In spite of the fact that the development of mashups is rather simple due to the reuse of all the required layers of a Web application (functionality, data, and user interface), it still requires programming experience. This is a significant hurdle for non-programmers (end-users with minimal or no programming experience), who constitute the majority of Web users. To cope with this, an End-User Programming (EUP) tool can be designed to reduce the barriers of mashup development, in a way that even non-programmers will be able to create innovative, feature-rich mashups. In this paper, we give an overview of the existing EUP approaches for mashup development, as well as a list of open research challenges.