We prove that cocyclic Hadamard matrices of order 8p, with \(p > 3\) prime, can be described using an \(8 \times 8\) block template array. In this framework, underlying cocycles are translated into signs and actions related to the blocks and their columns, respectively. Our method uses the result that if a cocyclic Hadamard matrix has an indexing group \(G = K \ltimes N\) , where N is cyclic of odd order, then \(H^2(K, A) \cong H^2(G, A)\) whenever A is a finite trivial G-module of order coprime to |N|. This result implies that cocyclic Hadamard matrices of order 8p exhibit no coboundary dependency, allowing for a more concise description of such matrices. Our findings generalise to certain complex cocyclic Hadamard matrices, and we also investigate cocyclic Hadamard matrices of orders 24 and 40.