Refinements to the first desk forms were considerable through the 19th century, as steam-driven machinery made cheap wood-pulp paper possible towards the end of the first phase of the Industrial Revolution. This allowed an increase in the number of the white-collar workers. As these office workers grew in number, desks were mass-produced for them in large quantities, using newer, steam-driven woodworking machinery.