Textile factories were large industrial facilities that emerged during the late 18th and early 19th centuries, primarily focused on the mass production of textiles, particularly cotton and wool. They played a crucial role in the Market Revolution by transforming the production process from home-based artisanal work to factory-based mass production, significantly impacting labor, economy, and social structures in society.