Vehicle to everything (V2X) is the new and revolutional phenomena of the recent era. In V2X environment, the data security of data and information is the most significant parameter, as the information is shared on the shared network. To secure the information in V2X environment; the blockchain technology can play a critical role as it consists of the powerful data encryption and decryption algorithms. To implement the characteristics of blockchain in V2X environment, the practitioners face various challenges. The key aim of this study is to develop a hypothetical framework that renders the impact of challenging factors on the implementation of blockchain in V2X paradigm. We have conducted systematic literature review approach and identified the 10 challenges that are critical to address for the successful implementation of blockchain technology in V2X network. We believe that the findings of this study serves as knowledge base for the researchers and practitioners to develop the effective strategies for the successful implementation of blockchain characteristics in V2X environment.