Bagley co-founded Lowell Union of Associationists, supporting reform initiatives.
In early 1844, Sarah Bagley helped establish the Lowell Union of Associationists. As a prominent association member and later vice-president, she played a crucial role in organizing initiatives like the Lowell Industrial Reform Lyceum. These efforts were aimed at advocating for industrial reform and broader social changes, promoting education and engagement among workers.