Long-run decisions refer to choices made by firms that affect their capacity, production processes, and overall market participation over a sustained period. These decisions are distinct from short-run choices as they involve adjustments to all inputs, including labor and capital, allowing firms to achieve optimal production levels in response to market conditions and competition.