Beyond occupational settings, environmental factors also play a crucial role in the development of pulmonary fibrosis. Air pollution, including particulate matter and vehicle emissions, has been linked to increased fibrosis risk. Understanding the impact of these environmental factors is vital for public health strategies aimed at reducing disease incidence.