Let n and k be positive integers. We denote by v2(n) the 2-adic valuation of n. The Stirling numbers of the first kind, denoted by s(n,k), count the number of permutations of n elements with k disjoint cycles. In recent years, Lengyel, Komatsu and Young, Leonetti and Sanna, and Adelberg made some progress on the study of the p-adic valuations of s(n,k). In this paper, by introducing the concept of mth Stirling numbers of the first kind and providing a detailed 2-adic analysis, we show an explicit formula on the 2-adic valuation of s(2n,k). We also prove that v2(s(2n+1,k+1))=v2(s(2n,k)) holds for all integers k between 1 and 2n. As a corollary, we show that v2(s(2n,2n−k))=2n−2−v2(k−1) if k is odd and 3≤k≤2n−1+1. This confirms partially a conjecture of Lengyel raised in 2015. Furthermore, we show that if k≤2n, then v2(s(2n,k))≤v2(s(2n,1)) and v2(H(2n,k))≤−n, where H(n,k) stands for the kth elementary symmetric functions of 1,1/2,…,1/n. The latter one supports the conjecture of Leonetti and Sanna suggested in 2017.