In 1891, the New South Wales Trades and Labour Council established the Labor Electoral League, which developed into Australian Labor Party, and McGowen stood for election to the New South Wales Legislative Assembly seat of Redfern and was one of 35 Labor candidates to win and the most experienced unionist.
While the Australian Labor Party eventually became the most disciplined in the world, the first Labor parliamentarians were almost as independent as their fellow parliamentarians.